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    1. Automated early detection of androgenetic alopecia using deep learning on trichoscopic images from a Korean cohort: a retrospective model development and validation study Harvard Dataverse · 2025
    2. Deep Learning-based Trichoscopic Image Analysis and Quantitative Model for Predicting Basic and Specific Classification in Male Androgenetic Alopecia Acta dermato-venereologica · 2021
    3. Ensemble of pre-learned deep learning model and an optimized LSTM for Alopecia Areata classification Journal of Intelligent & Fuzzy Systems · 2023 · 7 citations
    4. Automated early detection of androgenetic alopecia using deep learning on trichoscopic images from a Korean cohort: a retrospective model development and validation study The Ewha Medical Journal · 2025
    5. Investigating Different Deep learning Models for Classification of Folliculitis 2023
    6. 200 Deep learning model to predict sentinel lymph node status in melanoma patients Journal of Investigative Dermatology · 2023
    7. DEEP REINFORCEMENT LEARNING FOR SCALABLE CONTROL OF BOOLEAN MODELS IN THE CONTEXT OF CELLULAR REPROGRAMMING Wiadomości Lekarskie · 2024
    8. Scalp disease analysis using deep learning models Applied and Computational Engineering · 2023
    9. Scalp Disease Detection Using Deep Learning: A Hybrid Ensemble Approach with EfficientNetB0, DenseNet121 and MobileNetV2 International Journal of Scientific Research in Science and Technology · 2026
    10. Scalp Disorder Imaging: How Deep Learning and Explainable Artificial Intelligence are Revolutionizing Diagnosis and Treatment International Journal of Advanced Computer Science and Applications · 2024
    11. Optimizing skin disease diagnosis: harnessing online community data with contrastive learning and clustering techniques npj digital medicine · 2024 · 1 citations
    12. Exploring machine learning strategies for single-cell transcriptomic analysis in wound healing Burns & Trauma · 2025 · 5 citations
    13. Leveraging deep neural networks to uncover unprecedented levels of precision in the diagnosis of hair and scalp disorders Skin research and technology · 2024 · 1 citations
    14. Diagnosis of Scalp Disorders using Machine Learning and Deep Learning Approach -- A Review arXiv (Cornell University) · 2023 · 1 citations
    15. Severity Prediction of Hair Loss in Alopecia Areata with Hybrid Deep Learning Architecture 2025
    16. Deep Learning-based Automatic System for Diagnosis and Classification of Skin Dermatoses Research Square (Research Square) · 2022
    17. 574 A deep learning classifier for the analysis of tiger tail banding in trichothiodystrophy Journal of Investigative Dermatology · 2021
    18. Deep Learning-Powered Hair Disease Diagnosis: A ResNet50 Approach for Scalable and Accurate Classification 2025
    19. Enhanced Hair Disease Classification Using Deep Learning 2024
    20. FRCNN based Deep Learning for Identification and Classification of Alopecia Areata 2023 · 9 citations
    21. Hair Color Digitization through Imaging and Deep Inverse Graphics arXiv (Cornell University) · 2022
    22. Advancing Hair Disease Diagnostics: A Deep Learning Approach Using Inception-ResNet v2 for Multi-Class Classification 2024
    23. Predicting Hair Loss with AI: A Deep Learning Framework Combining Genetic and Scalp Health Data 2024 · 2 citations
    24. A Hybrid Deep Learning System for Automatic Detection of Scalp Diseases and Hair Fall Stage Classification 2026
    25. PEDL-XAI: A Hybrid Probabilistic Ensemble Deep Learning Approach for Hair Disorder Diagnosis International Journal of Engineering Research and Science & Technology · 2026
    26. Harnessing Deep Learning for Scalp and Hair Disease Classification: A Comparative Study of Convolutional Neural Networks Architectures Journal of Digital Information Management · 2025 · 1 citations
    27. Classification of Visually Similar Scalp Diseases using Deep Learning: A Hybrid CNN-VIT Approach with Cross-Attention Fusion Zenodo (CERN European Organization for Nuclear Research) · 2026
    28. Hair Tone Estimation at Roots via Imaging Device with Embedded Deep Learning Electronic Imaging · 2019 · 3 citations
    29. Classification of Visually Similar Scalp Diseases using Deep Learning: A Hybrid CNN-VIT Approach with Cross-Attention Fusion Zenodo (CERN European Organization for Nuclear Research) · 2026
    30. Classification of Visually Similar Scalp Diseases using Deep Learning: A Hybrid CNN-VIT Approach with Cross-Attention Fusion Zenodo (CERN European Organization for Nuclear Research) · 2026